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Smart-Traffic-Signal-Control
Smart-Traffic-Signal-Control PublicReinforcement learning agent that controls traffic light timing at a 4-way intersection. DQN achieves 52% queue reduction and 61% lower wait time vs a fixed-timer baseline.
Python 1
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Context-Aware-Playlist-Recommendation-System
Context-Aware-Playlist-Recommendation-System PublicHybrid music recommender — content-based, collaborative, and mood/time context with a Streamlit UI.
Python 1
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Customer-Churn-Prediction-with-Explainable-AI
Customer-Churn-Prediction-with-Explainable-AI PublicEnd-to-end customer churn prediction on the Telco dataset: SMOTE for class imbalance, Logistic Regression / Random Forest / XGBoost, SHAP and LIME explanations, and a Streamlit dashboard.
Python 1
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Stock-Prediction-Volatility-Forecasting-with-Time-Forecasting
Stock-Prediction-Volatility-Forecasting-with-Time-Forecasting PublicForecast stock prices and volatility using ARIMA, SARIMA, Prophet, and LSTM. Includes technical indicators (RSI, MACD, Bollinger), evaluation metrics, a long/flat backtester, and an interactive Str…
Python 1
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DemandSenseAI
DemandSenseAI PublicAI-powered demand forecasting engine that predicts SKU-level inventory needs and explains every forecast in plain English.
Python
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